Edge Impulse Experts / Endoscopy_v1 Public

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Endoscopy_v1

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Data (354 items)

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test_normal_ (59)

ID: 172449038

Label: normal

test_esophagitis_ (99)

ID: 172448838

Label: esophagitis

test_esophagitis_ (85)

ID: 172448849

Label: esophagitis

test_esophagitis_ (79)

ID: 172448858

Label: esophagitis

test_esophagitis_ (93)

ID: 172448848

Label: esophagitis

test_polyps_ (17)

ID: 172448993

Label: polyps

train_normal_ (9)

ID: 172448830

Label: normal

test_polyps_ (51)

ID: 172448965

Label: polyps

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1602 ms.

Peak RAM usage

346.9K

Flash usage

571.8K

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Dataset summary

Data collected

354 items

Labels

esophagitis, normal, polyps

Project info

Project ID	163127
Project version	1
License	Apache 2.0
No. of views	46,725
No. of clones	15